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Segmental Bayesian estimation of gap-junctional and inhibitory conductance of inferior olive neurons from spike trains with complicated dynamics

The inverse problem for estimating model parameters from brain spike data is an ill-posed problem because of a huge mismatch in the system complexity between the model and the brain as well as its non-stationary dynamics, and needs a stochastic approach that finds the most likely solution among many...

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Bibliographische Detailangaben
Veröffentlicht in:Front Comput Neurosci
Hauptverfasser: Hoang, Huu, Yamashita, Okito, Tokuda, Isao T., Sato, Masa-aki, Kawato, Mitsuo, Toyama, Keisuke
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4439545/
https://ncbi.nlm.nih.gov/pubmed/26052280
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2015.00056
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